Oil and Gas

Self-Service Industrial Time Series Analytics for Oil and Gas Operations

Find the early warning signs in your well, pump, compressor, pipeline, and process data before they become downtime, lost production, or another unanswered shift handoff. Grayson TimeSeries lets engineers and operators individually chat with their industrial process data for quick insights with a deterministic and auditable AI agent.

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Get answers, quickly, by chatting with your industrial process data inside Microsoft Teams.

SELF-SERVICE INDUSTRIAL TIME SERIES ANALYTICS

Ask Your Data. Get Answers Now. In Teams.

Get fast, trustworthy answers from your industrial process data through conversation - no new dashboards, no coding, and no waiting for someone else.

Grayson TimeSeries welcome screen in Microsoft Teams
Use Cases

The warning signs are already in your oil and gas data

Oil and gas teams are surrounded by historian data, but the people closest to the problem often do not have time to manually trend every pump, compressor, exchanger, and pipeline signal. Early warning signs get buried in CSV exports, dashboards, shift notes, and alarm noise.

Grayson TimeSeries Lite helps oil and gas teams ask direct questions of that data and get evidence-based answers backed by deterministic models.

Rod Pump and Artificial Lift Failure

The cost: A failed downhole pump means a workover rig and deferred production.

What Grayson does: Tracks load and motor current variance, intake pressure trends, and cycle patterns across the well set, and surfaces patterns consistent with pump wear, gas interference, or fluid pound.

Ask Grayson: "Here's the last 30 days of load and intake pressure for Well 14. Is the variance trending consistent with pump degradation or gas interference?"

Outcome: Help the operator see whether “this well doesn’t look right” is supported by load, current, intake pressure, and cycle-pattern trends in the exported data.

Pumpjack wellhead at an oil production site

Reciprocating Compressor Valve Degradation

The cost: Valve failure is a leading cause of unplanned reciprocating compressor downtime in lost throughput, parts, and emergency labor.

What Grayson does: Tracks suction and discharge pressure variance, rod load patterns, and cylinder pressure profiles, and surfaces patterns consistent with valve leakage or seat wear for engineering review.

Ask Grayson: "Here's two weeks of suction and discharge pressure for Compressor 3. Is the pressure variance showing a pattern consistent with valve degradation?"

Outcome: Help the engineer see whether pressure variance, rod-load, and cylinder-pressure changes warrant a closer look at early valve degradation versus normal operating variation.

Reciprocating compressor in an oil and gas facility

Heat Exchanger Fouling

The cost: Fouling quietly taxes energy and throughput long before it forces an outage. An unplanned exchanger cleaning forces downtime and additional labor, plus the efficiency losses accumulated in the run-up.

What Grayson does: Correlates differential pressure, inlet and outlet temperature approach, and flow to show how performance has departed from the clean baseline over time.

Ask Grayson: "Compare the temperature approach and differential pressure on exchanger E-201 over the last quarter. When did the fouling trend accelerate?"

Outcome: Help the team see whether rising differential pressure and changing temperature approach support a fouling investigation, not just normal process variation.

Shell-and-tube heat exchanger in an oil and gas facility

Grayson TimeSeries

Grayson TimeSeries is a Microsoft Teams app that lets engineers and operators individually chat with their industrial process data for quick insights with a deterministic and auditable AI agent.

MICROSOFT COPILOT

Powered by Microsoft Copilot and available in Teams, making it easy to use within your Microsoft 365 ecosystem.

PROCESS DATA ANALYTICS

Grayson TimeSeries prepares and validates your process data automatically, detects anomalies, makes forecasts and establishes correlations.

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FAQ

Answers to help you get started faster.

Real stories from teams who streamlined their workflow and delivered more with less.

What is Grayson TimeSeries?

Grayson TimeSeries is a Microsoft Teams app that lets engineers and operators individually chat with their industrial process data for quick insights with a deterministic and auditable AI agent.

How is Grayson TimeSeries different from traditional historian analytics tools used in the Oil and Gas industry?

Traditional analytics platforms require separate licenses, training, and often an IT project before the first answer. Grayson TimeSeries runs inside the Microsoft 365 Copilot subscription you already have, takes questions in natural language, and returns deterministic analysis on your exported historian data, with nothing new to install or learn.

Can Grayson read compressor and pipeline data from my existing SCADA or data historian?

Yes. Export the relevant compressor, pipeline, and well tags to an aligned CSV or XLSX file and ask in plain language. Suction and discharge pressure, rod load, cylinder pressure, and multi-point flow rates are typical. File-based analysis works from that export; a managed direct historian connection requires IT involvement.

Can Grayson help with daily shift reports?

Yes. Grayson can analyze exported time-series data from the previous shift and help summarize what changed, which assets drifted from baseline, and which signals support the team’s hunches. It does not replace operator judgment or maintenance planning, but it can reduce the manual trend-hunting that often goes into shift handoff and daily reporting.

Can Grayson correlate flow data from multiple measurement points at once?

Yes. When multi-point flow, pressure, and related tags are in one exported file, Grayson can compare those signals in a single query. Comparing flow rates and pressures across measurement points is a standard analysis on prepared exports.

Does Grayson work with rod load and cylinder pressure data from reciprocating compressors?

Yes. Rod load, cylinder pressure, and suction and discharge pressure variance are exactly the kinds of time-series data Grayson is built for. Export the relevant tags to CSV or XLSX and ask in plain language. Physical valve condition still requires qualified inspection.

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